A hybrid approach for partial discharge classification: combining traditional machine learning and deep neural network

• Main Author: Ding, Shaobo
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/167510
• Institution: Nanyang Technological University

Partial discharge (PD) is a critical issue in high-voltage equipment, and the accurate detection and classification of PDs are essential for preventing equipment failure. In recent years, various approaches have been proposed for PD classification, including traditional machine learning methods and...